2026年4月7日 星期二

HW#6 A* Circuit Optimization

 本次作業詳細說明


  課堂練習 

Deadline: This Saturday at 23:59

Send all the share links to  me chang212@gmail.com by email with subject HW#6 [your id, your name]


1. Design a Two-Stage BJT Amplifier according to goals specified using A* (Parameters to optimize RE1, RC1. RE2. RC2) 


A* search for optimizationshare  (c_mu=3 pF, c_pi=22 pF)

2. Optimize LM3886 class AB audio amplifier IC using A* (Parameters to optimize: resistors except the load) 

LM3886

A Search Setup*

  • State space: 5 components × 5 E12 values each = 3,125 possible states
  • g(n): actual steps taken from the start configuration
  • h(n): circuit performance cost (the heuristic) — sum of 5 weighted penalties
  • f(n) = g + h: A* priority queue ordering

Cost function (5 components, all minimized):

  • Gain: quadratic penalty for deviation from 26 dB (20×)
  • f_low: penalty if low-frequency cutoff exceeds 10 Hz
  • f_high: penalty if high-frequency cutoff falls below 100 kHz
  • Bias: penalizes Rb1 ≠ Rb2 (asymmetric thermal tracking)
  • Re stability: log-scale penalty away from 0.47 Ω optimum

the architecture inside the LM3886 and TDA7293
optimizer A* (share)

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